| IDR | P.L. Lapukhov |
| Internet-Draft | Microsoft Corp. |
| Intended status: Informational | A.P. Premji |
| Expires: February 09, 2013 | Arista Networks |
| August 10, 2012 |
Using BGP for routing in large-scale data centers
draft-lapukhov-bgp-routing-large-dc-02
Some service providers build and operate data centers that support over 100,000 servers. In this document, such data centers are referred to as "large-scale" to differentiate them the from more common smaller infrastructures. The environments of this scale have a unique set of network requirements, with emphasis on operational simplicity and network stability.
This document summarizes ideas and experience of many people involved in designing and operating large scale data centers using BGP as the only control-plane protocol. The intent here is to report a proven and stable routing design that could be leveraged by others in the industry.
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This document describes a practical routing design that can be used in large-scale data centers. Such data centers, also known as hyper-scale or warehouse-scale data centers, have a unique attribute of supporting over a 100,000 end hosts. In order to accommodate networks of such scale, operators are revisiting networking designs and platforms to address this need.
This design described in this document is based upon the operational experience with data centers built to support online applications, such as Web search engines. The primary requirement in such environments is operational simplicity and network stability, in order to allow for a small group of people to support large network infrastructure.
After experimentation and extensive testing, the final design decision was made to use fully routed option with BGP as the control-plane protocol. This is in contrast with more traditional data center designs, which rely heavily on extending Layer 2 domains across multiple network devices. This document elaborates the network design requirements that led to this choice and presents detailed aspects of the BGP routing design.
The remaining of this document is organized as following. First, the document gives a quick overview of the more traditional data center network designs, and analyzes reasons that often made designers ignore using BGP for data center routing in the past. Next, the design requirements for large scale data centers are presented and briefly discussed. Following this, the document gives an overview of Clos network topology and its properties. After that, the arguments for selecting BGP as the routing protocol for data center are presented. Finally, the document discusses the design in more details and covers specific BGP features use for the network configuration.
This section provides an overview of two types of traditional data center designs - Layer 2 and fully routed Layer 3 topologies.
In the networking industry, a common design choice for data centers is to use a mix of Ethernet-based Layer 2 technologies. Network topologies typically look like a tree with redundant uplinks and three levels of hierarchy commonly named Core , Aggregation and Access layers (see Figure 1). To accommodate bandwidth demands, every next level has higher port density and bandwidth capacity, moving upwards in the topology. To keep terminology uniform, in this document these topology layers will be referred to as "tiers", e.g. Tier 1, Tier 2 and Tier 3 instead of Core, Aggregation or Access layers.
+------+ +------+
| | | |
| |--| | Tier1
| | | |
+------+ +------+
| | | |
+---------+ | | +----------+
| +-------+--+------+--+-------+ |
| | | | | | | |
+----+ +----+ +----+ +----+
| | | | | | | |
| |-----| | | |-----| | Tier2
| | | | | | | |
+----+ +----+ +----+ +----+
| | | |
| | | |
| +-----+ | | +-----+ |
+-| |-+ +-| |-+ Tier3
+-----+ +-----+
| | | | | |
[Servers] [Servers]
Figure 1: Typical Data Center network layout
IP routing is normally used only at the upper layers in the topology, e.g. Tier 1 or Tier 2. Some of the reasons for introducing such large (sometimes called stretched) Layer 2 domains are:
Network designs that leverage IP routing down to the access layer (Tier 3) of the network have gained popularity as well. The main benefit of such designs is improved network stability and scalability, as a result of confining L2 broadcast domains. A common choice of routing protocol for data center designs would be an IGP, such as OSPF or ISIS. As data centers grow in scale, and server count exceeds tens of thousands, such fully routed designs become more attractive.
Although BGP is the de-facto standard protocol for routing on the Internet, having wide support from both the vendor and service provider communities, it is not generally deployed in data centers for a number of reasons:
In this document we demonstrate a practical approach for using BGP as the single routing protocol for data center networks.
This section describes and summarizes network design requirement for a large-scale data center.
The primary requirement when building an interconnection network for large number of servers is to accommodate application bandwidth and latency requirements. Until recently it was quite common to see traffic flows mostly entering and leaving the data center (also known as north-south traffic) There were no intense highly meshed flows or traffic patterns between the machines within the data center. As a result, traditional "tree" topologies were sufficient to accommodate such flows, even with high oversubscription ratios in network equipment. If more bandwidth was required, it was added by "scaling up" the network elements, e.g. by upgrading the switch line-cards or fabrics.
In contrast, large-scale data centers often host applications that generate significant amount of server to server traffic, also known as "east-west" traffic. Examples of such applications could be compute clusters such as Hadoop or live virtual machine migrations. Scaling up traditional tree topologies to match these bandwidth demands becomes either too expensive or impossible due to physical limitations.
The cost of the network infrastructure alone (CAPEX) constitutes about 10-15% of total data center expenditure (see [GREENBERG2009]). However, the absolute cost is significant, and there is a need to constantly drive down the cost of networking elements themselves. This can be accomplished in two ways:
In order to allow for vendor diversity, it is important to minimize the software feature requirements for the network elements. Furthermore, this strategy provides maximum flexibility of vendor equipment choices while enforcing interoperability using open standards
Operating large scale infrastructure could be expensive, provided that larger amount of elements will statistically fail more often. Having a simpler design and operating using a limited software feature-set ensures that failures will mostly result from hardware malfunction and not software issues.
An important aspect of OPEX minimization is reducing size of failure domains in the network. Ethernet networks are known to be susceptible to broadcast or unicast traffic storms that have dramatic impact on network performance and availability. The use of a fully routed design significantly reduces the size of the data-plane failure domains (e.g. limits them to Tier-3 switches only). However, such designs also introduce the problem of distributed control-plane failures. This observation calls for simpler control-plane protocols that are expected to have less chances of network meltdown.
In any data center, application load-balancing is a critical function performed by network devices. Traditionally, load-balancers are deployed as dedicated devices in the traffic forwarding path. The problem arises in scaling load-balancers under growing traffic demand. A preferable solution would be able to scale load-balancing layer horizontally, by adding more of the uniform nodes and distributing incoming traffic across these nodes
In situation like this, an ideal choice would be to use network infrastructure itself to distribute traffic across a group of load-balancers. A combination of features such as Anycast prefix advertisement [RFC4786] along with Equal Cost Multipath (ECMP) functionality could be used to accomplish this goal. To allow for more granular load-distribution, it is beneficial for the network to support the ability to perform controlled per-hop traffic engineering. For example, it is beneficial to directly control the ECMP next-hop set for Anycast prefixes at every level of network hierarchy.
This section summarizes the list of requirements, based on the discussion so far:
This section outlines the most common choice for horizontally scalable topology in large scale data centers.
A common choice for a horizontally scalable topology is a folded Clos topology, sometimes called "fat-tree" (see, for example, [INTERCON] and [ALFARES2008]). This topology features odd number of stages (sometimes known as dimensions) and is commonly made of the same uniform elements, e.g. switches with the same port count. Therefore, the choice of Clos topology satisfies both REQ1 and REQ2. See Figure 2 below for an example of a folded 3-stage Clos topology:
+-------+
| |----------------------------+
| |------------------+ |
| |--------+ | |
+-------+ | | |
+-------+ | | |
| |--------+---------+-------+ |
| |--------+-------+ | | |
| |------+ | | | | |
+-------+ | | | | | |
+-------+ | | | | | |
| |------+-+-------+-+-----+ | |
| |------+-+-----+ | | | | |
| |----+ | | | | | | | |
+-------+ | | | | | | ---------> M links
Tier1 | | | | | | | | |
+-------+ +-------+ +-------+
| | | | | |
| | | | | | Tier2
| | | | | |
+-------+ +-------+ +-------+
| | | | | | | | |
| | | | | | ---------> N Links
| | | | | | | | |
O O O O O O O O O Servers
Figure 2: 3-Stage Folded Clos topology
In the networking industry, a topology like this is sometimes referred to as "Leaf and Spine" network, where "Spine" is the name given to the middle stage of the Clos topology (Tier 1) and "Leaf" is the name of input/output stage (Tier 2). However, for uniformity, we will continue to refer to these layers using the "Tier n" notation.
The following are some key properties of the Clos topology:
A Clos topology could be scaled either by increasing network switch port count or adding more stages, e.g. moving to a 5-stage Clos, as illustrated on Figure 3 below:
Tier1
+-----+
| |
+--| |--+
| +-----+ |
Tier2 | | Tier2
+-----+ | +-----+ | +-----+
+-------------| DEV |--+--| |--+--| |-------------+
| +-----| C |--+ | | +--| |-----+ |
| | +-----+ +-----+ +-----+ | |
| | | |
| | +-----+ +-----+ +-----+ | |
| +-----+-----| DEV |--+ | | +--| |-----+-----+ |
| | | +---| D |--+--| |--+--| |---+ | | |
| | | | +-----+ | +-----+ | +-----+ | | | |
| | | | | | | | | |
+-----+ +-----+ | +-----+ | +-----+ +-----+
| DEV | | DEV | +--| |--+ | | | |
| A | | B | Tier3 | | Tier3 | | | |
+-----+ +-----+ +-----+ +-----+ +-----+
| | | | | | | |
O O O O <- Servers -> O O O O
Figure 3: 5-Stage Clos topology
The topology on Figure 3 is built from switches with port count of 4 and provides full bisection bandwidth to all connected servers. We will refer to the collection of directly connected Tier 2 and Tier 3 switches as a “cluster” in this document. For example, devices A, B, C, and D on Figure 3 form a cluster.
In practice, the Tier 3 level of the network (typically top of rack switches, or ToRs) is where oversubscription is introduced to allow for packaging of more servers in data center. The main reason to limit oversubscription at a single layer of the network is to simplify application development that would otherwise need to account for two bandwidth pools: within the same access switch (e.g. rack) and outside of the local switch Since oversubscription itself does not have any effect on the routing design, we will not be discussing it further in this document
This section discusses the motivation for choosing BGP as the routing protocol and BGP configuration for routing in Clos topology.
The set of requirements discussed earlier call for a single routing protocol (REQ2) to reduce complexity and interdependencies. While it is common to rely on an IGP in this situation, the document proposes the use of BGP only. The advantages of using BGP are discussed below.
Clos topologies that have more than 5 stages are very uncommon due to the large numbers of interconnects required by such a design. Therefore, the examples below are made with regards to the 5 stage Clos topology (unfolded).
The diagram below illustrates suggests BGP Autonomous System Number (BGP ASN) allocation scheme. The following is a list of guidelines that can be used:
ASN 64534
+---------+
| +-----+ |
| | | |
+-|-| |-|-+
| | +-----+ | |
ASN 64XXX | | | | ASN 64XXX
+---------+ | | | | +---------+
| +-----+ | | | +-----+ | | | +-----+ |
+-----------|-| |-|-+-|-| |-|-+-|-| |-|-----------+
| +---|-| |-|-+ | | | | +-|-| |-|---+ |
| | | +-----+ | | +-----+ | | +-----+ | | |
| | | | | | | | | |
| | | | | | | | | |
| | | +-----+ | | +-----+ | | +-----+ | | |
| +-----+---|-| |-|-+ | | | | +-|-| |-|---+-----+ |
| | | +-|-| |-|-+-|-| |-|-+-|-| |-|-+ | | |
| | | | | +-----+ | | | +-----+ | | | +-----+ | | | | |
| | | | +---------+ | | | | +---------+ | | | |
| | | | | | | | | | | |
+-----+ +-----+ | | +-----+ | | +-----+ +-----+
| ASN | | | +-|-| |-|-+ | | | |
|65YYY| | ... | | | | | | ... | | ... |
+-----+ +-----+ | +-----+ | +-----+ +-----+
| | | | +---------+ | | | |
O O O O <- Servers -> O O O O
Figure 4: BGP ASN layout for 5-stage Clos
The use of private BGP ASNs limits to the usable range of 1022 unique numbers. Since it is very likely that the number of network switches could exceed this number, a workaround is required. One approach would be to re-use the private ASN’s assigned to the Tier 3 switches across different clusters. For example, private BGP ASN’s 65001, 65002 ... 65032 could be used within every individual cluster and assigned to Tier 3 switches.
To avoid route suppression due to AS PATH loop detection mechanism in BGP, upstream eBGP sessions on Tier 3 switches must be configured with the "AllowAS In" feature that allows accepting a device’s own ASN in received route advertisements. Introducing this feature does not create the opportunity for routing loops under misconfiguration since the AS PATH is always incremented when routes are propagated between topology tiers.
Another solution to this problem would be to using four-octet (32-bit) BGP ASNs. However, there are no reserved private ASN range in the four-octet numbering scheme although efforts are underway to support this, see [I-D.mitchell-idr-as-private-reservation]. This will also require vendors to implement specific policy features, such as four-octet private AS removal from AS-PATH attribute.
A Clos topology features a large number of point-to-point links and associated prefixes. Advertising all of these routes into BGP may create FIB overload conditions in the network devices. There are two possible solutions that can help prevent such FIB overload:
Server facing subnets on Tier 3 switches must be announced into BGP without using summarization on Tier 2 and Tier 1 switches. Summarizing subnets in a Clos topology will result in route black-holing under a single link failure (e.g. between Tier 2 and Tier 3 switch) and hence must be avoided. The use of peer links within the same tier to resolve the black-holing problem by providing "bypass paths" is undesirable due to O(N^2) complexity of the peering mesh and waste of ports on the switches.
A dedicated cluster (or clusters) in the Clos topology could be used for the purpose of connecting to the Wide Area Network (WAN) edge devices, or WAN Routers. Tier-3 switches in such a cluster would be replaced with WAN Routers, and eBGP peering would be used again, though WAN routers are likely to belong to a public ASN.
The Tier 2 devices in such a dedicated cluster will be referred to as "Border Routers" in this document. These devices have to perform a few special functions:
It is often desirable to aggregate network reachability information, prior to advertising it to the WAN network. The reason being high amount of IP prefixes originated from within the data center with fully routed network design. For example, a network with 2000 Tier-3 switches will have 2000 servers subnets advertised into BGP. However, as discussed before, the proposed network design does not allow for route aggregation due to the lack of peer links inside every tier.
It is possible to lift this restriction for the Border Routers, by devising a different connectivity model for these devices. There are two options possible:
If any of the above option is implemented, it is possible to perform router aggregation on the Border Routers toward the WAN network core, without risking routing black-hole condition under a single element failure. However, notice that both these options would result in non-uniform topology, as additional links have to be provisioned on some network devices.
This section covers the Equal Cost Multipath (ECMP) functionality for Clos topology and discusses a few special requirements.
ECMP is the fundamental load-sharing mechanism used by a Clos topology. Effectively, every lower-tier switch will use all of its directly attached upper-tier devices to load-share traffic destined to the same IP prefix. Number of ECMP paths between any two Tier-3 switches in Clos topology equals to the number of the switches in the middle stage (Tier 1). For example, Figure 5 illustrates the topology where Tier 3 device A has four paths to reach servers X and Y, via Tier 2 devices B and C and then Tier 1 devices 1, 2, 3, and 4 respectively.
Tier 1
+-----+
| DEV |
+->| 1 |--+
| +-----+ |
Tier 2 | | Tier 2
+-----+ | +-----+ | +-----+
+------------>| DEV |--+->| DEV |--+--| |-------------+
| +-----| B |--+ | 2 | +--| |-----+ |
| | +-----+ +-----+ +-----+ | |
| | | |
| | +-----+ +-----+ +-----+ | |
| +-----+---->| DEV |--+ | DEV | +--| |-----+-----+ |
| | | +---| C |--+->| 3 |--+--| |---+ | | |
| | | | +-----+ | +-----+ | +-----+ | | | |
| | | | | | | | | |
+-----+ +-----+ | +-----+ | +-----+ +-----+
| DEV | | | Tier 3 +->| DEV |--+ Tier 3 | | | |
| A | | | | 4 | | | | |
+-----+ +-----+ +-----+ +-----+ +-----+
| | | | | | | |
O O O O <- Servers -> X Y O O
Figure 5: ECMP fan-out tree from A to X and Y
The ECMP requirement implies that the BGP implementation must support multi-path fan-out for up to the maximum number of devices directly attached at any point in the topology in upstream or downstream direction. Normally, this number does not exceed half of the ports found on a switch in the topology. For example, an ECMP max-path of 32 would be required when building a Clos network using 64-port devices.
Most BGP implementations declare paths to be equal from ECMP perspective if they match up to and including step (e) in Section 9.1.2.2 of [RFC4271]. In the proposed network design there is no underlying IGP, so all IGP costs are automatically assumed to be zero (or otherwise the same value across all paths). Loop prevention is assumed to be handled by the BGP best-path selection process.
For application load-balancing purposes we may want the same prefix to be advertised from multiple Tier-3 switches. From the perspective of other devices, such a prefix would have BGP paths with different AS PATH attribute values, though having the same AS PATH attribute lengths. Therefore, the BGP implementations must support load-sharing over above-mentioned paths. This feature is sometimes known as "AS PATH multipath relax" and effectively allows for ECMP to be done across different neighboring ASNs.
This section reviews routing convergence properties of BGP in the proposed design. A case is made that sub-second convergence is achievable provided that implementation supports fast BGP peering session deactivation upon failure of an associated link.
BGP typically relies on an IGP to route around link/node failures inside an AS, and implements either a polling based or an event-driven mechanism to obtain updates on IGP state changes. The proposed routing design does not use an IGP, so the only mechanisms that could be used for fault detection are BGP keep-alive process (or any other type of keep-alive mechanism) and link-failure triggers.
Relying solely on BGP keep-alive packets may result in high convergence delays, in the order of multiple seconds (commonly, the minimum recommended BGP hold timer value is 3 seconds). However, many BGP implementations can shut down local eBGP peering sessions in response to the "link down" event for the outgoing interface used for BGP peering. This feature is sometimes called as "fast fail-over". Since the majority of the links in modern data centers are point-to-point fiber connections, a physical interface failure if often detected in milliseconds and subsequently triggers a BGP re-convergence.
Furthermore, popular link technologies, such as 10Gbps Ethernet, may support a simple form of OAM for failure signaling such as [FAULTSIG10GE], which makes failure detection more robust. Alternatively, as opposed to relying on physical layer for fault signaling, some platforms may support Bidirectional Forwarding Detection (BFD) ([RFC5880]) to allow for sub-second failure detection and fault signaling to the BGP process. This, however, presents additional requirements to vendor software and possibly hardware, and may contradict REQ1.
Finally, the impact of BGP Minimum Route Advertisement Interval (MRAI) timer needs to be considered. It is common for BGP implementations to space out consecutive BGP UPDATE messages by at least MRAI seconds. Notice that BGP UPDATE messages carrying withdrawn routes are not affected by this timer. However, MRAI timer may present significant convergence delays if a BGP speaker "waits" for the new path to be learned from peers and has no local backup path information.
However, in a Clos topology each BGP speaker has either one path only or N paths for the same prefix, where N is a significantly large number, e.g. N=32. Therefore, if a path fails there is either no backup at all, or the backup is readily available in BGP Loc-RIB. In the first case, the BGP withdrawal announcement will propagate un-delayed and trigger re-convergence on affected devices. In the second case, only the local ECMP group needs to be changed.
A network is declared to converge in response to a failure once all devices within the failure impact scope are notified of the event and have re-calculated their RIB’s and consequently FIB’s. Larger failure impact scope normally means slower convergence, since more devices have to be notified, and additionally results in less stable network. In this section we demonstrate that with regards to failure impact scope, BGP has some advantages over link-state routing protocols when implemented in a Clos topology.
BGP is inherently a distance-vector protocol, and as such some of failures could be masked if the local node can immediately find a backup path. The worst case is that ALL devices in data center topology would have to either withdraw a prefix completely, or update the ECMP groups in the FIB. However, many failures will not result in such wide impact. There are two failure cases where impact scope is reduced.
Even though it may seem that in case of such failures multiple IP prefixes will have to be reprogrammed in the FIB, it is worth noting that ALL of these prefixes share single ECMP group on Tier-2 device. Thus, in case of a hierarchical FIB only a single change has to be made to the FIB.
Even though BGP offers some failure scope reduction, controlled reduction of the fault domain using summarization is not possible with the proposed design, since using this technique may create route black-holing issues as mentioned previously. Thus, the worst control-plane failure impact scope is the network as a whole, e.g. in a case of a link failure between Tier-2 and Tier-3 switches. However, the amount of affected prefixes in this case would be much less, as compared to a failure in the upper layers of a Clos network topology. Finally, it is worth pointing that the property of having such large failure scope is not a result of choosing BGP, but rather a result of using the "scale-out" Clos topology.
BGP allows for a third-party BGP speaker (not necessarily directly attached to the network devices) to inject routes anywhere in the network topology. This could be achieved by peering an external speaker using an eBGP multi-hop session with some or even all devices in the topology. Furthermore, BGP diverse path distribution [I-D.ietf-grow-diverse-bgp-path-dist] could be used to inject multiple next-hop for the same prefix to facilitate load-balancing, or using the BGP Add-Path extension (see [I-D.walton-bgp-add-paths]) if supported by the implementation. Using such a technique would make it possible to implement unequal-cost load-balancing across multiple clusters in the data-center, by associating the same prefix with next-hops mapped to different clusters.
For example, a third-party BGP speaker may peer with Tier-3 and Tier-1 switches, injecting the same prefix, but using a special set of BGP next-hops for Tier-1 devices. Those next-hops are assumed to resolve recursively via BGP, and could be, for example, IP addresses on Tier-3 switches. The resulting forwarding table programming could provide desired traffic proportion distribution among different clusters.
The design does not introduce any additional security concerns. For control plane security, BGP peering sessions could be authenticated using TCP MD5 signature extension header [RFC2385]. Furthermore, BGP TTL security [I-D.gill-btsh] could be used to reduce the risk of session spoofing and TCP SYN flooding attacks against the control plane.
This document includes no request to IANA.
This publication summarizes work of many people who participated in developing, testing and deploying the proposed network design. Their names, in alphabetical order, are George Chen, Parantap Lahiri, Dave Maltz, Edet Nkposong, Robert Toomey, and Lihua Yuan. Authors would also like to thank Linda Dunbar, Susan Hares and Jon Mitchell for reviewing the document and providing valuable feedback.